A novel performance metric for building an optimized classifier

• Main Authors: Hossin, Mohammad, Sulaiman, Md. Nasir, Mustapha, Aida, Mustapha, Norwati
• Format: Article
• Language: English
• Published: Science Publications 2011
• Online Access: http://psasir.upm.edu.my/id/eprint/22462/1/jcssp.2011.582.590.pdf; http://psasir.upm.edu.my/id/eprint/22462/; http://www.thescipub.com/abstract/10.3844/jcssp.2011.582.590
• Institution: Universiti Putra Malaysia

Problem statement: Typically, the accuracy metric is often applied for optimizing the heuristic or stochastic classification models. However, the use of accuracy metric might lead the searching process to the sub-optimal solutions due to its less discriminating values and it is also not robust to th...